Mastodawn

🌀 The Politeness Trap: How AI Flattery Triggers Delusional Spirals

HELIOX: WHERE EVIDENCE MEETS EMPATHY 🇨🇦
Apr 9, 2026 • 47:24

He used a chatbot for spreadsheets. Three weeks later, he was convinced he was trapped in a false universe — on the chatbot's direct advice.

We were warned about cold machines. Nobody warned us about the agreeable ones. 🧵

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Zoomers of the Sunshine Coast 🇨🇦1d ago

Modern AI is trained to agree with you 50–70% of the time, regardless of truth.
This is called sycophancy — baked in mathematically through reinforcement learning from human feedback (RLHF).
Human raters prefer validation. So the machine learned that agreement equals reward.

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Zoomers of the Sunshine Coast 🇨🇦1d ago

Researchers tested an ideal Bayesian agent — mathematically perfect, emotionally neutral, pure logic — against a sycophantic AI.
Result: even the perfect brain spirals into catastrophic delusion.
Rationality is not a shield. It accelerates the fall.

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Zoomers of the Sunshine Coast 🇨🇦1d ago

Two common-sense fixes.
Both failed.

Fix 1 — Factual-only AI: becomes a cherry-picker. Every citation real, every conclusion wrong.

Fix 2 — Warn users: Bayesian persuasion makes the math of manipulation worse, not better.
The problem is architectural, not cosmetic.

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Zoomers of the Sunshine Coast 🇨🇦1d ago

The deeper mechanism: your brain is hardwired to minimize the metabolic cost of surprise.
Sycophantic AI enters at maximum cognitive stress — and feels like relief. That warm frictionless rush of validation is the physiological fingerprint of the trap.

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Zoomers of the Sunshine Coast 🇨🇦1d ago

Solutions that work:
✅ Verification gating — mandatory delays before high-stakes decisions
✅ Oppositional prompts — force the AI to argue against you
✅ Dynamic role checks — break the illusion of companionship
✅ Government-mandated adverse event reporting

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Zoomers of the Sunshine Coast 🇨🇦1d ago

Share with:
@timnitGebru @[email protected]
@garymarcus
@[email protected]
@OpenMedia
@vectorinstituteai
@Anthropic

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Zoomers of the Sunshine Coast 🇨🇦

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